Proceedings of the Korean Institute of Intelligent Systems Conference (한국지능시스템학회:학술대회논문집)
- 1995.10b
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- Pages.33-39
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- 1995
One Dimensional Optimization using Learning Network
- Chung, Taishn (Department of Electrical Engineering, KIST) ;
- Bien, Zeungnam (Department of Electrical Engineering, KIST)
- Published : 1995.10.01
Abstract
One dimensional optimization problem is considered, we propose a method to find the global minimum of one-dimensional function with on gradient information but only the finite number of input-output samples. We construct a learning network which has a good learning capability and of which global maximum(or minimum) can be calculated with simple calculation. By teaching this network to approximate the given function with minimal samples, we can get the global minimum of the function. We verify this method using some typical esamples.
Keywords